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Brand : A necessary assignment in sentiment analysis is to organize the split of a given text at the document, sentence, or feature/aspect level, whether it is the opinion expressed in a positive, negative, or neutral document, phrase, or feature/entity aspect. The advanced classification of feelings “beyond polarity” examines, for example, emotional states such as pleasure, anger, disgust, sadness, fear, and surprise.
The precursors of sentimental analysis include the General Inquirer, which provided clues to quantify patterns in the text, and, separately, psychological research that examined a person’s psychological state based on the analysis of their verbal behavior.
Subsequently, the method describes in a patent by Volcani and Fogel, specifically examined feeling and identified individual words and phrases in the text against different emotional scales. A current system based on his work, called EffectCheck, features synonyms that can be used to increase or decrease the level of emotion evoked on each scale.
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